<<<<<<< HEAD Pandas Profiling Report

Overview

Dataset info

Number of variables21
Number of observations179078
Missing cells513118 (13.6%)
Duplicate rows23 (< 0.1%)
Total size in memory94.5 MiB
Average record size in memory553.6 B

Variables types

NUM11
CAT9
BOOL1

Reproduction info

Date of analysis2020-08-30 15:38:51.205757
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

Dataset has 23 (< 0.1%) duplicate rows Warning
batsman has a high cardinality: 516 distinct values Warning
batsman_runs has 70845 (39.6%) zeros Zeros
bowler has a high cardinality: 405 distinct values Warning
bye_runs is highly skewed (γ1 = 29.90100376) Skewed
bye_runs has 178598 (99.7%) zeros Zeros
dismissal_kind has 170244 (95.1%) missing values Missing
extra_runs has 169541 (94.7%) zeros Zeros
fielder has 172630 (96.4%) missing values Missing
fielder has a high cardinality: 500 distinct values Warning
legbye_runs has 176141 (98.4%) zeros Zeros
noball_runs is highly skewed (γ1 = 24.48372843) Skewed
noball_runs has 178364 (99.6%) zeros Zeros
non_striker has a high cardinality: 511 distinct values Warning
player_dismissed has 170244 (95.1%) missing values Missing
player_dismissed has a high cardinality: 488 distinct values Warning
total_runs has 63002 (35.2%) zeros Zeros
wide_runs has 173673 (97.0%) zeros Zeros
total_runs is highly correlated with batsman_runsHigh Correlation
batsman_runs is highly correlated with total_runsHigh Correlation

Variables

ball
Real number (ℝ≥0)

Distinct count9
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.615586504
Minimum1
Maximum9
Zeros0
Zeros (%)0.0%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median4
Q35
95-th percentile6
Maximum9
Range8
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.806965975
Coefficient of variation (CV)0.4997711915
Kurtosis-1.083107949
Mean3.615586504
Median Absolute Deviation (MAD)1.569640941
Skewness0.09612230007
Sum647472
Variance3.265126035
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 6.5 7.5 8.5 9. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 29047 16.2%
 
2 28963 16.2%
 
3 28878 16.1%
 
4 28812 16.1%
 
5 28720 16.0%
 
6 28628 16.0%
 
7 5113 2.9%
 
8 795 0.4%
 
9 122 0.1%
 
ValueCountFrequency (%) 
1 29047 16.2%
 
2 28963 16.2%
 
3 28878 16.1%
 
4 28812 16.1%
 
5 28720 16.0%
 
ValueCountFrequency (%) 
9 122 0.1%
 
8 795 0.4%
 
7 5113 2.9%
 
6 28628 16.0%
 
5 28720 16.0%
 

batsman
Categorical

HIGH CARDINALITY
Distinct count516
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
V Kohli
 
4211
SK Raina
 
4044
RG Sharma
 
3816
S Dhawan
 
3776
G Gambhir
 
3524
Other values (511)
159707
ValueCountFrequency (%) 
V Kohli 4211 2.4%
 
SK Raina 4044 2.3%
 
RG Sharma 3816 2.1%
 
S Dhawan 3776 2.1%
 
G Gambhir 3524 2.0%
 
RV Uthappa 3492 1.9%
 
DA Warner 3398 1.9%
 
MS Dhoni 3318 1.9%
 
AM Rahane 3215 1.8%
 
CH Gayle 3131 1.7%
 
Other values (506) 143153 79.9%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length20
Mean length9.318967154
Min length5
Scatter

batsman_runs
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count8
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.246864495
Minimum0
Maximum7
Zeros70845
Zeros (%)39.6%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile4
Maximum7
Range7
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.608270266
Coefficient of variation (CV)1.289851682
Kurtosis1.632692902
Mean1.246864495
Median Absolute Deviation (MAD)1.1727085
Skewness1.582522721
Sum223286
Variance2.586533248
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5.5 6.5 7. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 70845 39.6%
 
1 67523 37.7%
 
4 20392 11.4%
 
2 11471 6.4%
 
6 8170 4.6%
 
3 587 0.3%
 
5 79 < 0.1%
 
7 11 < 0.1%
 
ValueCountFrequency (%) 
0 70845 39.6%
 
1 67523 37.7%
 
2 11471 6.4%
 
3 587 0.3%
 
4 20392 11.4%
 
ValueCountFrequency (%) 
7 11 < 0.1%
 
6 8170 4.6%
 
5 79 < 0.1%
 
4 20392 11.4%
 
3 587 0.3%
 

batting_team
Categorical

Distinct count15
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
Mumbai Indians
22619
Kings XI Punjab
20931
Royal Challengers Bangalore
20908
Kolkata Knight Riders
20858
Chennai Super Kings
19762
Other values (10)
74000
ValueCountFrequency (%) 
Mumbai Indians 22619 12.6%
 
Kings XI Punjab 20931 11.7%
 
Royal Challengers Bangalore 20908 11.7%
 
Kolkata Knight Riders 20858 11.6%
 
Chennai Super Kings 19762 11.0%
 
Delhi Daredevils 18786 10.5%
 
Rajasthan Royals 17292 9.7%
 
Sunrisers Hyderabad 12908 7.2%
 
Deccan Chargers 9034 5.0%
 
Pune Warriors 5443 3.0%
 
Other values (5) 10537 5.9%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length27
Mean length17.98253275
Min length13
Scatter

bowler
Categorical

HIGH CARDINALITY
Distinct count405
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
Harbhajan Singh
 
3451
A Mishra
 
3172
PP Chawla
 
3157
R Ashwin
 
3016
SL Malinga
 
2974
Other values (400)
163308
ValueCountFrequency (%) 
Harbhajan Singh 3451 1.9%
 
A Mishra 3172 1.8%
 
PP Chawla 3157 1.8%
 
R Ashwin 3016 1.7%
 
SL Malinga 2974 1.7%
 
DJ Bravo 2711 1.5%
 
B Kumar 2707 1.5%
 
P Kumar 2637 1.5%
 
UT Yadav 2605 1.5%
 
SP Narine 2600 1.5%
 
Other values (395) 150048 83.8%
 

Composition

Contains charsTrue
Contains digitsTrue
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length17
Mean length9.464836552
Min length5
Scatter

bowling_team
Categorical

Distinct count15
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
Mumbai Indians
22517
Royal Challengers Bangalore
21236
Kolkata Knight Riders
20940
Kings XI Punjab
20782
Chennai Super Kings
19556
Other values (10)
74047
ValueCountFrequency (%) 
Mumbai Indians 22517 12.6%
 
Royal Challengers Bangalore 21236 11.9%
 
Kolkata Knight Riders 20940 11.7%
 
Kings XI Punjab 20782 11.6%
 
Chennai Super Kings 19556 10.9%
 
Delhi Daredevils 18725 10.5%
 
Rajasthan Royals 17382 9.7%
 
Sunrisers Hyderabad 12779 7.1%
 
Deccan Chargers 9039 5.0%
 
Pune Warriors 5457 3.0%
 
Other values (5) 10665 6.0%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length27
Mean length18.00383632
Min length13
Scatter

bye_runs
Real number (ℝ≥0)

SKEWED
ZEROS
Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.004936396431
Minimum0
Maximum4
Zeros178598
Zeros (%)99.7%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum4
Range4
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1164798284
Coefficient of variation (CV)23.59612523
Kurtosis976.9608814
Mean0.004936396431
Median Absolute Deviation (MAD)0.009846329864
Skewness29.90100376
Sum884
Variance0.01356755041
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 178598 99.7%
 
1 324 0.2%
 
4 123 0.1%
 
2 31 < 0.1%
 
3 2 < 0.1%
 
ValueCountFrequency (%) 
0 178598 99.7%
 
1 324 0.2%
 
2 31 < 0.1%
 
3 2 < 0.1%
 
4 123 0.1%
 
ValueCountFrequency (%) 
4 123 0.1%
 
3 2 < 0.1%
 
2 31 < 0.1%
 
1 324 0.2%
 
0 178598 99.7%
 

dismissal_kind
Categorical

MISSING
Distinct count10
Unique (%)< 0.1%
Missing170244
Missing (%)95.1%
Memory size1.4 MiB
caught
5348
bowled
1581
run out
 
852
lbw
 
540
stumped
 
278
Other values (4)
 
235
ValueCountFrequency (%) 
caught 5348 3.0%
 
bowled 1581 0.9%
 
run out 852 0.5%
 
lbw 540 0.3%
 
stumped 278 0.2%
 
caught and bowled 211 0.1%
 
retired hurt 12 < 0.1%
 
hit wicket 10 < 0.1%
 
obstructing the field 2 < 0.1%
 
(Missing) 170244 95.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length21
Mean length3.159008923
Min length3
Scatter

extra_runs
Real number (ℝ≥0)

ZEROS
Distinct count7
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.06703224293
Minimum0
Maximum7
Zeros169541
Zeros (%)94.7%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.3425529326
Coefficient of variation (CV)5.110271082
Kurtosis91.227968
Mean0.06703224293
Median Absolute Deviation (MAD)0.1269247311
Skewness8.234162663
Sum12004
Variance0.1173425116
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 6. 7. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 169541 94.7%
 
1 8495 4.7%
 
2 407 0.2%
 
4 348 0.2%
 
5 219 0.1%
 
3 67 < 0.1%
 
7 1 < 0.1%
 
ValueCountFrequency (%) 
0 169541 94.7%
 
1 8495 4.7%
 
2 407 0.2%
 
3 67 < 0.1%
 
4 348 0.2%
 
ValueCountFrequency (%) 
7 1 < 0.1%
 
5 219 0.1%
 
4 348 0.2%
 
3 67 < 0.1%
 
2 407 0.2%
 

fielder
Categorical

MISSING
HIGH CARDINALITY
Distinct count500
Unique (%)0.3%
Missing172630
Missing (%)96.4%
Memory size1.4 MiB
MS Dhoni
 
159
KD Karthik
 
152
RV Uthappa
 
125
SK Raina
 
115
AB de Villiers
 
114
Other values (494)
5783
ValueCountFrequency (%) 
MS Dhoni 159 0.1%
 
KD Karthik 152 0.1%
 
RV Uthappa 125 0.1%
 
SK Raina 115 0.1%
 
AB de Villiers 114 0.1%
 
PA Patel 97 0.1%
 
RG Sharma 92 0.1%
 
V Kohli 90 0.1%
 
KA Pollard 85 < 0.1%
 
WP Saha 82 < 0.1%
 
Other values (489) 5337 3.0%
 
(Missing) 172630 96.4%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length21
Mean length3.232703068
Min length3
Scatter

inning
Real number (ℝ≥0)

Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.482951563
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q32
95-th percentile2
Maximum5
Range4
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.5020741397
Coefficient of variation (CV)0.3385640855
Kurtosis-1.750085472
Mean1.482951563
Median Absolute Deviation (MAD)0.5002277651
Skewness0.1148252375
Sum265564
Variance0.2520784418
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 2.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 92742 51.8%
 
2 86240 48.2%
 
3 50 < 0.1%
 
4 38 < 0.1%
 
5 8 < 0.1%
 
ValueCountFrequency (%) 
1 92742 51.8%
 
2 86240 48.2%
 
3 50 < 0.1%
 
4 38 < 0.1%
 
5 8 < 0.1%
 
ValueCountFrequency (%) 
5 8 < 0.1%
 
4 38 < 0.1%
 
3 50 < 0.1%
 
2 86240 48.2%
 
1 92742 51.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
0
178997
1
 
81
ValueCountFrequency (%) 
0 178997 > 99.9%
 
1 81 < 0.1%
 

legbye_runs
Real number (ℝ≥0)

ZEROS
Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.02113604128
Minimum0
Maximum5
Zeros176141
Zeros (%)98.4%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1949082998
Coefficient of variation (CV)9.221608588
Kurtosis242.3265243
Mean0.02113604128
Median Absolute Deviation (MAD)0.04157879189
Skewness13.77728696
Sum3785
Variance0.03798924532
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 176141 98.4%
 
1 2558 1.4%
 
4 220 0.1%
 
2 138 0.1%
 
3 17 < 0.1%
 
5 4 < 0.1%
 
ValueCountFrequency (%) 
0 176141 98.4%
 
1 2558 1.4%
 
2 138 0.1%
 
3 17 < 0.1%
 
4 220 0.1%
 
ValueCountFrequency (%) 
5 4 < 0.1%
 
4 220 0.1%
 
3 17 < 0.1%
 
2 138 0.1%
 
1 2558 1.4%
 

match_id
Real number (ℝ≥0)

Distinct count756
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1802.252957
Minimum1
Maximum11415
Zeros0
Zeros (%)0.0%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile38
Q1190
median379
Q3567
95-th percentile11314
Maximum11415
Range11414
Interquartile range (IQR)377

Descriptive statistics

Standard deviation3472.322805
Coefficient of variation (CV)1.926656739
Kurtosis2.245787145
Mean1802.252957
Median Absolute Deviation (MAD)2493.643808
Skewness1.996380528
Sum322743855
Variance12057025.66
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.00000e+00 1.50000e+00 3.45000e+01 3.55000e+01 5.65000e+01 ... 1.13405e+04 1.13465e+04 1.14125e+04 1.14145e+04 1.14150e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
126 267 0.1%
 
34 263 0.1%
 
476 262 0.1%
 
534 262 0.1%
 
388 261 0.1%
 
190 259 0.1%
 
570 259 0.1%
 
536 258 0.1%
 
401 258 0.1%
 
257 257 0.1%
 
Other values (746) 176472 98.5%
 
ValueCountFrequency (%) 
1 248 0.1%
 
2 247 0.1%
 
3 218 0.1%
 
4 247 0.1%
 
5 248 0.1%
 
ValueCountFrequency (%) 
11415 248 0.1%
 
11414 239 0.1%
 
11413 252 0.1%
 
11412 237 0.1%
 
11347 228 0.1%
 

noball_runs
Real number (ℝ≥0)

SKEWED
ZEROS
Distinct count5
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.004182534985
Minimum0
Maximum5
Zeros178364
Zeros (%)99.6%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.07049246775
Coefficient of variation (CV)16.85400553
Kurtosis1047.984598
Mean0.004182534985
Median Absolute Deviation (MAD)0.008331717687
Skewness24.48372843
Sum749
Variance0.00496918801
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 178364 99.6%
 
1 698 0.4%
 
2 9 < 0.1%
 
5 6 < 0.1%
 
3 1 < 0.1%
 
ValueCountFrequency (%) 
0 178364 99.6%
 
1 698 0.4%
 
2 9 < 0.1%
 
3 1 < 0.1%
 
5 6 < 0.1%
 
ValueCountFrequency (%) 
5 6 < 0.1%
 
3 1 < 0.1%
 
2 9 < 0.1%
 
1 698 0.4%
 
0 178364 99.6%
 

non_striker
Categorical

HIGH CARDINALITY
Distinct count511
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
SK Raina
 
4173
S Dhawan
 
4090
V Kohli
 
4071
RG Sharma
 
3858
G Gambhir
 
3740
Other values (506)
159146
ValueCountFrequency (%) 
SK Raina 4173 2.3%
 
S Dhawan 4090 2.3%
 
V Kohli 4071 2.3%
 
RG Sharma 3858 2.2%
 
G Gambhir 3740 2.1%
 
AM Rahane 3467 1.9%
 
RV Uthappa 3381 1.9%
 
DA Warner 3127 1.7%
 
CH Gayle 3023 1.7%
 
AB de Villiers 2996 1.7%
 
Other values (501) 143152 79.9%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length20
Mean length9.320647986
Min length5
Scatter

over
Real number (ℝ≥0)

Distinct count20
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.16248785
Minimum1
Maximum20
Zeros0
Zeros (%)0.0%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q15
median10
Q315
95-th percentile19
Maximum20
Range19
Interquartile range (IQR)10

Descriptive statistics

Standard deviation5.677684313
Coefficient of variation (CV)0.558690391
Kurtosis-1.183356367
Mean10.16248785
Median Absolute Deviation (MAD)4.907363011
Skewness0.04901758304
Sum1819878
Variance32.23609916
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 9.5 15.5 18.5 19.5 20. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 9603 5.4%
 
2 9498 5.3%
 
3 9415 5.3%
 
4 9379 5.2%
 
5 9345 5.2%
 
6 9326 5.2%
 
7 9283 5.2%
 
8 9253 5.2%
 
9 9231 5.2%
 
10 9184 5.1%
 
Other values (10) 85561 47.8%
 
ValueCountFrequency (%) 
1 9603 5.4%
 
2 9498 5.3%
 
3 9415 5.3%
 
4 9379 5.2%
 
5 9345 5.2%
 
ValueCountFrequency (%) 
20 6738 3.8%
 
19 7866 4.4%
 
18 8387 4.7%
 
17 8648 4.8%
 
16 8761 4.9%
 

penalty_runs
Categorical

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size1.4 MiB
0
179076
5
 
2
ValueCountFrequency (%) 
0 179076 > 99.9%
 
5 2 < 0.1%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

player_dismissed
Categorical

MISSING
HIGH CARDINALITY
Distinct count488
Unique (%)0.3%
Missing170244
Missing (%)95.1%
Memory size1.4 MiB
SK Raina
 
162
RG Sharma
 
155
RV Uthappa
 
153
V Kohli
 
143
S Dhawan
 
137
Other values (482)
8084
ValueCountFrequency (%) 
SK Raina 162 0.1%
 
RG Sharma 155 0.1%
 
RV Uthappa 153 0.1%
 
V Kohli 143 0.1%
 
S Dhawan 137 0.1%
 
G Gambhir 136 0.1%
 
KD Karthik 135 0.1%
 
PA Patel 126 0.1%
 
AM Rahane 116 0.1%
 
AT Rayudu 115 0.1%
 
Other values (477) 7456 4.2%
 
(Missing) 170244 95.1%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length20
Mean length3.3134165
Min length3
Scatter

total_runs
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count10
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.313896738
Minimum0
Maximum10
Zeros63002
Zeros (%)35.2%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile4
Maximum10
Range10
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.605421643
Coefficient of variation (CV)1.221878095
Kurtosis1.640138506
Mean1.313896738
Median Absolute Deviation (MAD)1.180615196
Skewness1.556932828
Sum235290
Variance2.57737865
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 9. 10. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 73059 40.8%
 
0 63002 35.2%
 
4 20599 11.5%
 
2 13125 7.3%
 
6 8148 4.5%
 
3 688 0.4%
 
5 339 0.2%
 
8 64 < 0.1%
 
7 38 < 0.1%
 
10 16 < 0.1%
 
ValueCountFrequency (%) 
0 63002 35.2%
 
1 73059 40.8%
 
2 13125 7.3%
 
3 688 0.4%
 
4 20599 11.5%
 
ValueCountFrequency (%) 
10 16 < 0.1%
 
8 64 < 0.1%
 
7 38 < 0.1%
 
6 8148 4.5%
 
5 339 0.2%
 

wide_runs
Real number (ℝ≥0)

ZEROS
Distinct count6
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.03672142865
Minimum0
Maximum5
Zeros173673
Zeros (%)97.0%
Memory size1.4 MiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2511611312
Coefficient of variation (CV)6.839633981
Kurtosis191.6858792
Mean0.03672142865
Median Absolute Deviation (MAD)0.07122617718
Skewness11.66307776
Sum6576
Variance0.06308191384
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 173673 97.0%
 
1 4915 2.7%
 
2 230 0.1%
 
5 208 0.1%
 
3 47 < 0.1%
 
4 5 < 0.1%
 
ValueCountFrequency (%) 
0 173673 97.0%
 
1 4915 2.7%
 
2 230 0.1%
 
3 47 < 0.1%
 
4 5 < 0.1%
 
ValueCountFrequency (%) 
5 208 0.1%
 
4 5 < 0.1%
 
3 47 < 0.1%
 
2 230 0.1%
 
1 4915 2.7%
 

Correlations

Missing values

Sample

First rows

ballbatsmanbatsman_runsbatting_teambowlerbowling_teambye_runsdismissal_kindextra_runsfielderinningis_super_overlegbye_runsmatch_idnoball_runsnon_strikeroverpenalty_runsplayer_dismissedtotal_runswide_runs
01DA Warner0Sunrisers HyderabadTS MillsRoyal Challengers Bangalore0NaN0NaN10010S Dhawan10NaN00
12DA Warner0Sunrisers HyderabadTS MillsRoyal Challengers Bangalore0NaN0NaN10010S Dhawan10NaN00
23DA Warner4Sunrisers HyderabadTS MillsRoyal Challengers Bangalore0NaN0NaN10010S Dhawan10NaN40
34DA Warner0Sunrisers HyderabadTS MillsRoyal Challengers Bangalore0NaN0NaN10010S Dhawan10NaN00
45DA Warner0Sunrisers HyderabadTS MillsRoyal Challengers Bangalore0NaN2NaN10010S Dhawan10NaN22
56S Dhawan0Sunrisers HyderabadTS MillsRoyal Challengers Bangalore0NaN0NaN10010DA Warner10NaN00
67S Dhawan0Sunrisers HyderabadTS MillsRoyal Challengers Bangalore0NaN1NaN10110DA Warner10NaN10
71S Dhawan1Sunrisers HyderabadA ChoudharyRoyal Challengers Bangalore0NaN0NaN10010DA Warner20NaN10
82DA Warner4Sunrisers HyderabadA ChoudharyRoyal Challengers Bangalore0NaN0NaN10010S Dhawan20NaN40
93DA Warner0Sunrisers HyderabadA ChoudharyRoyal Challengers Bangalore0NaN1NaN10011S Dhawan20NaN10

Last rows

ballbatsmanbatsman_runsbatting_teambowlerbowling_teambye_runsdismissal_kindextra_runsfielderinningis_super_overlegbye_runsmatch_idnoball_runsnon_strikeroverpenalty_runsplayer_dismissedtotal_runswide_runs
1790683RA Jadeja2Chennai Super KingsJJ BumrahMumbai Indians0NaN0NaN200114150SR Watson190NaN20
1790694RA Jadeja0Chennai Super KingsJJ BumrahMumbai Indians0NaN0NaN200114150SR Watson190NaN00
1790705RA Jadeja2Chennai Super KingsJJ BumrahMumbai Indians0NaN0NaN200114150SR Watson190NaN20
1790716RA Jadeja4Chennai Super KingsJJ BumrahMumbai Indians4NaN4NaN200114150SR Watson190NaN80
1790721SR Watson1Chennai Super KingsSL MalingaMumbai Indians0NaN0NaN200114150RA Jadeja200NaN10
1790732RA Jadeja1Chennai Super KingsSL MalingaMumbai Indians0NaN0NaN200114150SR Watson200NaN10
1790743SR Watson2Chennai Super KingsSL MalingaMumbai Indians0NaN0NaN200114150RA Jadeja200NaN20
1790754SR Watson1Chennai Super KingsSL MalingaMumbai Indians0run out0KH Pandya200114150RA Jadeja200SR Watson10
1790765SN Thakur2Chennai Super KingsSL MalingaMumbai Indians0NaN0NaN200114150RA Jadeja200NaN20
1790776SN Thakur0Chennai Super KingsSL MalingaMumbai Indians0lbw0NaN200114150RA Jadeja200SN Thakur00